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Yingchen (Eric) Ma's Projects

476-final-project icon 476-final-project

Final project for EECS 476 W20: using clustering and community detection to analyze communities of gamers on Twitch.

anxiety-twitter-analysis icon anxiety-twitter-analysis

Project to investigate the relationship between features of tweets that seek mental health support for anxiety, and the likelihood to receive tweet engagement and supportive replies.

fmm icon fmm

Fast map matching, an open source framework in C++

mdice_pavement_assessment icon mdice_pavement_assessment

Contains code for M-DICE (Michigan-Data Informed Cities for Everyone) road repairment project, including crack detection and policy proposal.

mhacks-13-project icon mhacks-13-project

Project for MHacks 13 (August 21-23, 2020): Ciao!, a skills exchange platform (note: the site is offline as of September 2020).

mmdetection3d icon mmdetection3d

OpenMMLab's next-generation platform for general 3D object detection.

neural-processes icon neural-processes

This repository contains PyTorch implementations of Neural Process, Attentive Neural Process, and Recurrent Attentive Neural Process.

t-sne_viz_credit_card_fraud icon t-sne_viz_credit_card_fraud

Project for MLH Local Hack Day: Build (January 10-18, 2021). Script to visualize classification of credit card transactions as either fradulent or non-fraudulent in 2 and 3 dimensions using t-SNE.

tdvrptw-snrpga2 icon tdvrptw-snrpga2

Python implementation of the genetic algorithm SNRPGA2 for the Time-Dependent Vehicle Routing Problem with Time Windows (TDVRPTW).

tic-tac-toe-game icon tic-tac-toe-game

Project for MLH Local Hack Day: Build (January 10-18, 2021). A simple, command line based game of Tic-Tac-Toe, written in Python.

traj-dist icon traj-dist

A python package for computing distance between 2D trajectories.

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